Tactical Jupiter: Dynamic Scheduling of Dispersed Computations in Tactical MANETs

被引:1
|
作者
Poylisher, A. [1 ]
Cichocki, A. [1 ]
Guo, K. [1 ]
Hunziker, J. [1 ]
Kant, L. [1 ]
Krishnamachari, B. [2 ]
Avestimehr, S. [2 ]
Annavaram, M. [2 ]
机构
[1] Peraton Labs, 150 Mt Airy Rd, Basking Ridge, NJ 07920 USA
[2] Univ Southern Calif, 3650 McClintock Ave, Los Angeles, CA 90089 USA
关键词
Dispersed computing; scheduling; MANET;
D O I
10.1109/MILCOM52596.2021.9652937
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present Tactical Jupiter, an adaptation of the recently developed Jupiter framework for scheduling of dispersed computations on heterogeneous resources to tactical MANETs. Tactical Jupiter addresses the challenges to distributed scheduling posed by intermittent connectivity and scarce/variable bandwidth, variable computational resource utilization by background load, and node attrition. Our key contributions include: (a) disruption handling via increased autonomy of task executors, (b) low-overhead ML-based task completion time estimation in presence of background load, and (c) resilient dissemination mechanisms for monitoring information.
引用
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页数:6
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